From a saved link to one clean entry.

Share a Reel, a repo, a web page or a voice note. Sopie keeps one tidy entry per tool or technique, with every source linked, so your agents can read it later.

Four kinds of source. One colour each.

Whatever you share, Sopie reads it for the tool or technique inside. The colour stays with the source all the way to the entry.

Videos

Share the link while you scroll. The tool someone demoed is what Sopie is after, not the clip.

Instagram ReelsTikTokYouTube
Sopie keeps

The tool or technique shown, a short summary and a link back. The video stays where it was posted.

GitHub repos

Paste a repository link. Sopie reads what it is for and what it needs to run.

RepositoriesREADMEs
Sopie keeps

What the repo does, what it needs and a link to its README.

Web pages

Save the page that has the trick in it, even when the trick is buried halfway down a long thread.

DocsBlog postsThreads
Sopie keeps

Just the trick, as a technique entry, joined to any tool it uses, with the page to check.

Voice notes

Say the idea out loud, on a walk or in the car. No typing, no tidying up afterwards.

Quick recordings
Sopie keeps

The idea in plain words, linked to your note.

Anatomy of an entry.

Four parts, every time. Pick one to see what it holds.

An entry, opened up

Example

Screenshot diff testing

technique

Compare a fresh screenshot with a saved one to catch visual changes before they ship.

  • Try screenshot diffs on the dashboardVoice note
  • A thread about visual testingWeb page
  • needsa way to take screenshots
  • pairs witha screenshot review skill

Name and kind

A name you would say out loud.

Every entry is a tool or a technique. Tools are things you install or call. Techniques are ways of doing something. The name stays plain so your agent can match it to a question.

Summary

Short, in plain words.

One or two sentences on what it is and what it is for. Not a transcript of the Reel, not a copy of the README.

Sources

Every entry links back.

Each source stays attached and keeps its colour, so you and your agent can always open the original Reel, repo, page or voice note. The clip itself stays where it was posted.

Relations

What it connects to.

What it replaces, what it needs and what it pairs with. Your agent gets the neighbours, not just the match.

Save it twice. Keep one entry.

Saw the same tool in three places? Sopie joins each new source to the entry you already have, so you never end up with a pile of duplicates.

Same tool, many saves, one entry

Example
  • ReelThis MCP lets Claude use Chrome
  • TikTokStop writing Selenium by hand
  • Repomicrosoft/playwright-mcp
  • DocsGetting started page

Playwright MCP

tool

Lets an agent drive a real browser: open pages, click, type and read what is on screen.

Sources

Same entry, one more source. No second copy.

  1. You save it again

    Another Reel, a repo link or a voice note about a tool you already have.

  2. Sopie spots the match

    It works out that the new source is about the same tool or technique.

  3. The source joins the entry

    One entry, one more source, one more dot. Nothing to tidy up later.

Entries know their neighbours.

Not folders, not tags. Each entry says what it replaces, what it needs and what it pairs with.

Relations of one entry

Example

Playwright MCP tool

  • replaceshand-written browser scripts
  • needsNode.js
  • pairs witha screenshot review skill
replaces

What this makes unnecessary, so your agent can suggest the better option instead of the old one.

needs

What has to be in place first, so your agent knows before it starts.

pairs with

What works well beside it, so your agent gets the neighbours, not just the match.

Your library stays yours.

Fix it, remove it or take it with you. Nothing about your entries is locked in.

Edit

Rename an entry, reword the summary or change a relation whenever Sopie got it slightly wrong.

Delete

Remove a single entry, or everything, whenever you like. Your original posts are untouched.

Export

Take any entry out as a plain SKILL.md file your agent can load. An open format, so it works without Sopie.

SKILL.mdExample
---
name: screenshot-diff-testing
description: Spot visual changes.
---

Save it once. Let your agents remember.

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